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Rewrite dataset card with proper PhenoBench attribution

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  1. README.md +7 -6
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@@ -35,11 +35,11 @@ This is a [FiftyOne](https://github.com/voxel51/fiftyone) dataset with 2,179 sam
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  The images and original annotations are from [PhenoBench](https://www.phenobench.org/),
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  a large UAV image dataset for semantic image interpretation in the agricultural
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- domain (sugar beet crops and weeds), introduced by Weyler et al. in *PhenoBench
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- — A Large Dataset and Benchmarks for Semantic Image Interpretation in the
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- Agricultural Domain* (IEEE TPAMI, 2024). This release packages a subset of
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- PhenoBench as a FiftyOne dataset and adds object-detection predictions and
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- embeddings produced by Voxel51.
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  ## What's in this dataset
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@@ -93,7 +93,8 @@ If you use this dataset, please cite the original PhenoBench paper:
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  title={PhenoBench: A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain},
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  author={Weyler, Jan and Magistri, Federico and Marks, Elias and Chong, Yue Linn and Sodano, Matteo and Roggiolani, Gianmarco and Chebrolu, Nived and Stachniss, Cyrill and Behley, Jens},
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  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
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- year={2024}
 
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  }
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  ```
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  The images and original annotations are from [PhenoBench](https://www.phenobench.org/),
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  a large UAV image dataset for semantic image interpretation in the agricultural
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+ domain (sugar beet crops and weeds), introduced by Weyler et al. in
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+ [*PhenoBench — A Large Dataset and Benchmarks for Semantic Image Interpretation
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+ in the Agricultural Domain*](https://arxiv.org/abs/2306.04557) (IEEE TPAMI,
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+ 2024). This release packages a subset of PhenoBench as a FiftyOne dataset and
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+ adds object-detection predictions and embeddings produced by Voxel51.
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  ## What's in this dataset
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  title={PhenoBench: A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain},
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  author={Weyler, Jan and Magistri, Federico and Marks, Elias and Chong, Yue Linn and Sodano, Matteo and Roggiolani, Gianmarco and Chebrolu, Nived and Stachniss, Cyrill and Behley, Jens},
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  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
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+ year={2024},
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+ url={https://arxiv.org/abs/2306.04557}
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  }
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  ```
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